The report details a novel Gemini API method to analyze big data beyond AI context window limits, which was validated with Stack Overflow data for insights into Google Apps Script's potential.
Generative AI faces limits in processing massive datasets due to context windows. Current methods can't analyze entire data lakes. This report presents a Gemini API approach for comprehensive big data analysis beyond typical model limits.
Learn how Gemini AI and Google Apps Script automate Google Slides generation. A developed application demonstrates this synergy, streamlining initial presentation drafting and showcasing AI's automation potential within Google Workspace.
The field of AI, particularly large language models like Google's Gemini, is advancing rapidly. A powerful application of this technology involves integrating Gemini with Google Apps Script. Google Apps Script provides a seamless way to automate tasks across Google Workspace by natively handling authorization and interaction with services like Google Docs, Google Sheets, and Google Slides. By combining Gemini's generative capabilities with Apps Script, sophisticated automations become accessible.
Gemini 2.5 Pro Experimental enabled automated cargo ship stowage planning via prompt engineering, overcoming prior model limitations. This eliminates the need for complex algorithms, demonstrating AI's potential in logistics.
This is a sample Google Apps Script designed to replace all instances of specific text within a Google Slides presentation, while simultaneously applying a desired text style. The built-in Presentation.replaceAllText()
method within the Google Slides service is limited; it efficiently replaces text strings but lacks the functionality to modify text formatting during the replacement process. This limitation poses a challenge when aiming for styled text replacements. This report presents a detailed script solution that overcomes this constraint. The script iterates through all text elements within the slides, identifies matching text, and performs a replacement. Crucially, it also applies specified text formatting attributes, such as font, font size, color, and bold/italic settings, to the replaced text. This enhanced functionality allows users to maintain c
Recently, image generation was supported in the Gemini API using Gemini 2.0 Flash Experimental and Imagen 3. This report introduces simple sample scripts for generating images using the Gemini API with Google Apps Script. When images can be created using the Gemini API with Google Apps Script, Google Apps Script, which seamlessly integrates with Google Docs, Sheets, and Slides, becomes a powerful tool for creating and managing them, and the applications are infinite.